{"id":"W2003931391","doi":"10.5380/rf.v35i3.5188","title":"QUANTIFICAÇÃO DE MACRONUTRIENTES EM FLORESTA OMBRÓFILA MISTA MONTANA UTILIZANDO DADOS DE CAMPO E DADOS OBTIDOS A PARTIR DE IMAGENS DO SATÉLITE IKONOS II","year":2005,"lang":"pt","type":"article","venue":"FLORESTA","topic":"Forest ecology and management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Physics; Forestry; Environmental science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001937695,0.001093003,0.0008796589,0.0002620368,0.001727766,0.0005163202,0.00181396,0.0006502722,0.006468787],"category_scores_gemma":[0.0004288058,0.001147255,0.0004946744,0.0007713506,0.001481595,0.0009012175,0.001581523,0.0009931253,0.002655269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036895,"about_ca_system_score_gemma":0.0003403118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123135,"about_ca_topic_score_gemma":0.005252343,"domain_scores_codex":[0.992077,0.0006757586,0.00125398,0.001864798,0.0008294473,0.003298997],"domain_scores_gemma":[0.9958876,0.0002677707,0.000489162,0.002043082,0.00005285586,0.0012595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003361676,0.007380887,0.5287329,0.0008990712,0.001211773,0.004063634,0.05920601,0.02492965,0.03430647,0.02640861,0.2756825,0.03381686],"study_design_scores_gemma":[0.007694727,0.001491669,0.3474409,0.0005173102,0.001294732,0.0003905204,0.008439629,0.20748,0.01629066,0.003499369,0.4019209,0.003539501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761112,0.002232096,0.01115424,0.003378795,0.001102827,0.002128059,0.0005619775,0.0003131675,0.003017616],"genre_scores_gemma":[0.9781116,0.001174507,0.002250158,0.001463955,0.0003310489,0.0003181957,0.0001535408,0.000159062,0.01603791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825504,"threshold_uncertainty_score":0.9995719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254972481230402,"score_gpt":0.2474614731819636,"score_spread":0.2349117483696596,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}